{"id":"W6989069300","doi":"","title":"Accelerated Rock Breakage with Soundless Chemical Demolition Agents","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Breakage; Demolition; Gypsum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002193005,0.0009823682,0.0008812539,0.0003522985,0.000365414,0.0001130535,0.0007011571,0.001334101,0.0002950999],"category_scores_gemma":[0.0001772147,0.0009914705,0.0002913706,0.0009583854,0.00001378932,0.0004309546,0.00010927,0.002266847,0.0002648568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006273327,"about_ca_system_score_gemma":0.0000322844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007381507,"about_ca_topic_score_gemma":0.0001380315,"domain_scores_codex":[0.9966135,0.00005443567,0.0008130855,0.0009095551,0.0006556528,0.0009537675],"domain_scores_gemma":[0.9983992,0.0001207357,0.0001403966,0.0006676796,0.0002620681,0.0004099373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006844088,0.0007077535,0.000005036684,0.00756483,0.002047984,0.0004669523,0.00001343572,0.2165971,0.4466121,0.04695854,0.0001110854,0.2782308],"study_design_scores_gemma":[0.003816191,0.0003004679,0.0003013029,0.004537249,0.001046295,0.0001164848,0.0001586135,0.02146487,0.833631,0.0207452,0.1081344,0.005747892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174938,0.0002815483,0.000191773,0.00001314088,0.001572302,0.001046709,0.001043798,0.003150142,0.07520676],"genre_scores_gemma":[0.9925221,0.0001254186,0.0005113328,0.00009369393,0.0000576508,0.0002405012,0.002225744,0.0002550017,0.003968537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3870189,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317621932065547,"score_gpt":0.2104590495857258,"score_spread":0.1972828302650704,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}